I am research scientist and Manager at Facebook AI Research since 2018, and a faculty member at UCL since 2012. Before that I was a postdoc at UMass and the University of Tokyo, and did my PhD at the University of Edinburgh.
Interests
Natural Language Processing, Machine Reading and Reasoning, Graphical Models, Question Answering, Fact Checking, Program Induction and Synthesis, Neuro-Symbolic methods
Latest Publications
TABERT: Pretraining for Joint Understanding of Textual and Tabular Data
Pengcheng Yin, Graham Neubig, Wen-tau Yih, Sebastian Riedel
ACL - July 5, 2020
MVFST-RL: An Asynchronous RL Framework for Congestion Control with Delayed Actions
Viswanath Sivakumar, Tim Rocktäschel, Alexander H. Miller, Heinrich Küttler, Nantas Nardelli, Mike Rabbat, Joelle Pineau, Sebastian Riedel
Workshop on ML for Systems at NeurIPS - November 30, 2019
Language Models as Knowledge Bases?
Fabio Petroni, Tim Rocktäschel, Patrick Lewis, Anton Bakhtin, Yuxiang Wu, Alexander H. Miller, Sebastian Riedel
EMNLP - November 4, 2019
Unsupervised Question Answering by Cloze Translation
Patrick Lewis, Ludovic Denoyer, Sebastian Riedel
ACL - July 27, 2019